CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Fold - scored higher in this pairwise comparison

  4. Performance of RNASLOpt - scored lower in this pairwise comparison

  5. Compile and download dataset for Fold & RNASLOpt [.zip] - may take several seconds...


Overview

Metric Fold RNASLOpt
MCC 0.236 > 0.000
Average MCC ± 95% Confidence Intervals 0.236 ± > 0.000 ±
Sensitivity 0.227 > 0.000
Positive Predictive Value 0.247 > 0.000
Total TP 59 > 0
Total TN 456251 < 456490
Total FP 195 > 0
Total FP CONTRA 29 > 0
Total FP INCONS 151 > 0
Total FP COMP 15 > 0
Total FN 201 < 260
P-value 0.0

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Performance plots


  1. Comparison of performance of Fold and RNASLOpt. Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for Fold and RNASLOpt).

  2. Comparison of average Matthews Correlation Coefficients (MCCs) for Fold and RNASLOpt. The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for Fold and RNASLOpt).

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Performance of Fold - scored higher in this pairwise comparison

1. Total counts & total scores for Fold

Total Base Pair Counts
Total TP 59
Total TN 456251
Total FP 195
Total FP CONTRA 29
Total FP INCONS 151
Total FP COMP 15
Total FN 201
Total Scores
MCC 0.236
Average MCC ± 95% Confidence Intervals 0.236 ±
Sensitivity 0.227
Positive Predictive Value 0.247
Nr of predictions 1

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2. Individual counts for Fold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00443 - 0.24 0.23 0.25 59 456251 195 29 151 15 201

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Performance of RNASLOpt - scored lower in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 0
Total TN 456490
Total FP 0
Total FP CONTRA 0
Total FP INCONS 0
Total FP COMP 0
Total FN 260
Total Scores
MCC 0.000
Average MCC ± 95% Confidence Intervals 0.000 ±
Sensitivity 0.000
Positive Predictive Value 0.000
Nr of predictions 1

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2. Individual counts for RNASLOpt [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00443 - 0.00 0.00 0.00 0 456490 0 0 0 0 260

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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.